ai news weekly agent

Generate a weekly AI report with OpenClaw top skills, official announcements, industry news, and capped paper ratio in Markdown format.

Generate a weekly AI report in Markdown, including OpenClaw top skills, official announcements, industry news, and capped paper ratio.

When to use

• User asks for weekly AI digest/report
• User wants OpenClaw skills ranking + AI news summary

Command

bash

python3 run_daily_digest.py --use-llm --llm-provider auto --window-hours 168 --max-paper-ratio 0.2 --min-official-items 3

Required environment variables

• Ark mode:
  • ARK_API_KEY
  • ARK_MODEL
  • ARK_ENDPOINT_ID (recommended, ep-xxx)
• OpenAI-compatible mode:
  • OPENAI_API_KEY
  • OPENAI_BASE_URL (if ends with /v1, script auto-expands to /chat/completions)
  • OPENAI_MODEL (optional, but recommended)

Notes:

• In OpenClaw, these variables may be injected by the runtime.
• If not injected, users must provide them manually in runtime env or local .env.
• --llm-provider auto prefers Ark when Ark vars exist; otherwise uses OpenAI-compatible mode.
• Default security policy requires HTTPS endpoint and allowlisted LLM hosts.

Optional environment variables

• DIGEST_WEBHOOK_URL: webhook for send notifications when using --send

Environment template

Use runtime env injection in OpenClaw, or copy this template to local .env:

env

ARK_API_KEY=
ARK_MODEL=Doubao-Seed-1.6-lite
ARK_ENDPOINT_ID=
OPENAI_API_KEY=
OPENAI_BASE_URL=
OPENAI_MODEL=
DIGEST_WEBHOOK_URL=

External network access

This skill may access these external endpoints during execution:

• https://ark.cn-beijing.volces.com (Ark LLM API)
• OPENAI_BASE_URL target (OpenAI-compatible provider endpoint)
• https://topclawhubskills.com (OpenClaw leaderboard snapshot)
• RSS/news URLs listed in sources.json
• Optional webhook hosts for notification: Feishu/Lark or DingTalk

Security and data handling

• No API keys are hardcoded in repository files.
• .env is not tracked and should never be committed.
• Only report-generation inputs are sent to LLM when --use-llm is enabled.
• Users should review and trust the configured endpoints before running.
• SSL verification is enabled by default. Insecure SSL fallback requires explicit --allow-insecure-ssl.
• Custom LLM endpoint hosts are blocked by default unless --allow-custom-llm-endpoint is provided.
• Optional extension: set LLM_ALLOWED_HOSTS (comma-separated) to add trusted hosts.
• Webhook only supports HTTPS and official Feishu/Lark/DingTalk domains.

Publishing note

• For ClawHub publish, confirm the MIT-0 license checkbox in the web UI.